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+# Prometheus integration
+
+> [Introduced][ce-8935] in GitLab 9.0.
+
+GitLab offers powerful integration with [Prometheus] for monitoring your apps.
+Metrics are retrieved from the configured Prometheus server, and then displayed
+within the GitLab interface.
+
+Each project can be configured with its own specific Prometheus server, see the
+[configuration](#configuration) section for more details. If you have a single
+Prometheus server which monitors all of your infrastructure, you can pre-fill
+the settings page with a default template. To configure the template, see the
+[Services templates](services_templates.md) document.
+
+## Requirements
+
+Integration with Prometheus requires the following:
+
+1. GitLab 9.0 or higher
+1. Your app must be deployed on [Kubernetes][]
+1. Prometheus must be configured to collect Kubernetes metrics
+1. Each metric must be have a label to indicate the environment
+1. GitLab must have network connectivity to the Prometheus sever
+
+There are a few steps necessary to set up integration between Prometheus and
+GitLab.
+
+## Configuring Prometheus to collect Kubernetes metrics
+
+In order for Prometheus to collect Kubernetes metrics, you first must have a
+Prometheus server up and running. You have two options here:
+
+- If you installed Omnibus GitLab inside of Kubernetes, you can simply use the
+ [bundled version of Prometheus][promgldocs]. In that case, follow the info in the
+ [Omnibus GitLab section](#configuring-omnibus-gitlab-prometheus-to-monitor-kubernetes)
+ below.
+- If you are using GitLab.com or installed GitLab outside of Kubernetes, you
+ will likely need to run a Prometheus server within the Kubernetes cluster.
+ Once installed, the easiest way to monitor Kubernetes is to simply use
+ Prometheus' support for [Kubernetes Service Discovery][prometheus-k8s-sd].
+ In that case, follow the instructions on
+ [configuring your own Prometheus server within Kubernetes](#configuring-your-own-prometheus-server-within-kubernetes).
+
+### Configuring Omnibus GitLab Prometheus to monitor Kubernetes
+
+With Omnibus GitLab running inside of Kubernetes, you can leverage the bundled
+version of Prometheus to collect the required metrics.
+
+1. Read how to configure the bundled Prometheus server in the
+ [Administration guide][gitlab-prometheus-k8s-monitor].
+1. Now that Prometheus is configured, proceed on
+ [configuring the Prometheus project service in GitLab](#configuration-in-gitlab).
+
+### Configuring your own Prometheus server within Kubernetes
+
+Setting up and configuring Prometheus within Kubernetes is quick and painless.
+The Prometheus project provides an [official Docker image][prometheus-docker-image]
+which we can use as a starting point.
+
+To get started quickly, we have provided a [sample YML file][prometheus-yml]
+that can be used as a template. This file will create a `prometheus` **Namespace**,
+**Service**, **Deployment**, and **ConfigMap** in Kubernetes. You can upload
+this file to the Kubernetes dashboard using **+ Create** at the top right.
+
+![Deploy Prometheus](img/prometheus_yaml_deploy.png)
+
+Or use `kubectl`:
+
+```bash
+kubectl apply -f path/to/prometheus.yml
+```
+
+Once deployed, you should see the Prometheus service, deployment, and
+pod start within the `prometheus` namespace. The server will begin to collect
+metrics from each Kubernetes Node in the cluster, based on the configuration
+provided in the template.
+
+Since GitLab is not running within Kubernetes, the template provides external
+network access via a `NodePort` running on `30090`. This method allows access
+to be controlled using provider firewall rules, like within Google Compute Engine.
+
+Since a `NodePort` does not automatically have firewall rules created for it,
+one will need to be created manually to allow access. In GCP/GKE, you will want
+to confirm the Node that the Prometheus pod is running on. This can be done
+either by looking at the Pod in the Kubernetes dashboard, or by running:
+
+```bash
+kubectl describe pods -n prometheus
+```
+
+Next on GKE, we need to get the `tag` of the Node or VM Instance, so we can
+create an accurate firewall rule. The easiest way to do this is to go into the
+Google Cloud Platform Compute console and select the VM instance that matches
+the name of the Node gathered from the step above. In this case, the node tag
+needed is `gke-prometheus-demo-5d5ada10-node`. Also make a note of the
+**External IP**, which will be the IP address the Prometheus server is reachable
+on.
+
+![GCP Node Detail](img/prometheus_gcp_node_name.png)
+
+Armed with the proper Node tag, the firewall rule can now be created
+specifically for this node. To create the firewall rule, open the Google Cloud
+Platform Networking console, and select **Firewall Rules**.
+
+Create a new rule:
+
+- Specify the source IP range to match your desired access list, which should
+ include your GitLab server. A sample of GitLab.com's IP address range is
+ available [in this issue][gitlab.com-ip-range], but note that GitLab.com's IPs
+ are subject to change without prior notification.
+- Allowed protocol and port should be `tcp:30090`.
+- The target tags should match the Node tag identified earlier in this step.
+
+![GCP Firewall Rule](img/prometheus_gcp_firewall_rule.png)
+
+---
+
+Now that Prometheus is configured, proceed to
+[configure the Prometheus project service in GitLab](##configuration-in-gitlab).
+
+## Configuration in GitLab
+
+The actual configuration of Prometheus integration within GitLab is very simple.
+All you will need is the DNS or IP address of the Prometheus server you'd like
+to integrate with.
+
+1. Navigate to the [Integrations page](project_services.md#accessing-the-project-services)
+1. Click the **Prometheus** service
+1. Provide the base URL of the your server, for example `http://prometheus.example.com/`.
+ The **Test Settings** button can be used to confirm connectivity from GitLab
+ to the Prometheus server.
+
+![Configure Prometheus Service](img/prometheus_service_configuration.png)
+
+## Metrics and Labels
+
+GitLab retrieves performance data from two metrics, `container_cpu_usage_seconds_total`
+and `container_memory_usage_bytes`. These metrics are collected from the
+Kubernetes pods via Prometheus, and report CPU and Memory utilization of each
+container or Pod running in the cluster.
+
+In order to isolate and only display relevant metrics for a given environment
+however, GitLab needs a method to detect which pods are associated. To do that,
+GitLab will specifically request metrics that have an `environment` tag that
+matches the [$CI_ENVIRONMENT_SLUG][ci-environment-slug].
+
+If you are using [GitLab Auto-Deploy][autodeploy] and one of the methods of
+configuring Prometheus above, the `environment` will be automatically added.
+
+### GitLab Prometheus queries
+
+The queries utilized by GitLab are shown in the following table.
+
+| Metric | Query |
+| ------ | ----- |
+| Average Memory (MB) | `(sum(container_memory_usage_bytes{container_name="app",environment="$CI_ENVIRONMENT_SLUG"}) / count(container_memory_usage_bytes{container_name="app",environment="$CI_ENVIRONMENT_SLUG"})) /1024/1024` |
+| Average CPU Utilization (%) | `sum(rate(container_cpu_usage_seconds_total{container_name="app",environment="$CI_ENVIRONMENT_SLUG"}[2m])) / count(container_cpu_usage_seconds_total{container_name="app",environment="$CI_ENVIRONMENT_SLUG"}) * 100` |
+
+## Monitoring CI/CD Environments
+
+Once configured, GitLab will attempt to retrieve performance metrics for any
+environment which has had a successful deployment. If monitoring data was
+successfully retrieved, a metrics button will appear on the environment's
+detail page.
+
+![Environment Detail with Metrics](img/prometheus_environment_detail_with_metrics.png)
+
+Clicking on the metrics button will display a new page, showing up to the last
+8 hours of performance data. It may take a minute or two for data to appear
+after initial deployment.
+
+## Troubleshooting
+
+If the metrics button is not appearing, then one of a few issues may be
+occurring:
+
+- GitLab is not able to reach the Prometheus server. A test request can be sent
+ to the Prometheus server from the [Prometheus Service](#configuration-in-gitlab)
+ configuration screen.
+- No successful deployments have occurred to this environment.
+- Prometheus does not have performance data for this environment, or the metrics
+ are not labeled correctly. To test this, connect to the Prometheus server and
+ [run a query](#gitlab-prometheus-queries), replacing `$CI_ENVIRONMENT_SLUG`
+ with the name of your environment.
+
+[autodeploy]: ../../../ci/autodeploy/index.md
+[kubernetes]: https://kubernetes.io
+[prometheus-k8s-sd]: https://prometheus.io/docs/operating/configuration/#<kubernetes_sd_config>
+[prometheus]: https://prometheus.io
+[gitlab-prometheus-k8s-monitor]: ../../../administration/monitoring/prometheus/index.md#configuring-prometheus-to-monitor-kubernetes
+[prometheus-docker-image]: https://hub.docker.com/r/prom/prometheus/
+[prometheus-yml]:samples/prometheus.yml
+[gitlab.com-ip-range]: https://gitlab.com/gitlab-com/infrastructure/issues/434
+[ci-environment-slug]: https://docs.gitlab.com/ce/ci/variables/#predefined-variables-environment-variables
+[ce-8935]: https://gitlab.com/gitlab-org/gitlab-ce/merge_requests/8935
+[promgldocs]: ../../../administration/monitoring/prometheus/index.md